diff --git a/lib/ruby_llm.rb b/lib/ruby_llm.rb index 3e5c17a3c..5fecafad6 100644 --- a/lib/ruby_llm.rb +++ b/lib/ruby_llm.rb @@ -16,6 +16,7 @@ 'ruby_llm' => 'RubyLLM', 'llm' => 'LLM', 'openai' => 'OpenAI', + 'azure_openai' => 'AzureOpenAI', 'api' => 'API', 'deepseek' => 'DeepSeek', 'perplexity' => 'Perplexity', @@ -100,6 +101,7 @@ def logger RubyLLM::Provider.register :openrouter, RubyLLM::Providers::OpenRouter RubyLLM::Provider.register :perplexity, RubyLLM::Providers::Perplexity RubyLLM::Provider.register :vertexai, RubyLLM::Providers::VertexAI +RubyLLM::Provider.register :azure_openai, RubyLLM::Providers::AzureOpenAI if defined?(Rails::Railtie) require 'ruby_llm/railtie' diff --git a/lib/ruby_llm/configuration.rb b/lib/ruby_llm/configuration.rb index e1c12902a..36ab881bc 100644 --- a/lib/ruby_llm/configuration.rb +++ b/lib/ruby_llm/configuration.rb @@ -24,6 +24,10 @@ class Configuration :gpustack_api_base, :gpustack_api_key, :mistral_api_key, + # Azure OpenAI Provider configuration + :azure_openai_api_base, + :azure_openai_api_version, + :azure_openai_api_key, # Default models :default_model, :default_embedding_model, diff --git a/lib/ruby_llm/providers/azure_openai.rb b/lib/ruby_llm/providers/azure_openai.rb new file mode 100644 index 000000000..dd5023911 --- /dev/null +++ b/lib/ruby_llm/providers/azure_openai.rb @@ -0,0 +1,48 @@ +# frozen_string_literal: true + +module RubyLLM + module Providers + # Azure OpenAI API integration. Derived from OpenAI integration to support + # OpenAI capabilities via Microsoft Azure endpoints. + class AzureOpenAI < Provider + # Include OpenAI modules first for base functionality + include OpenAI::Chat + include OpenAI::Embeddings + include OpenAI::Tools + include OpenAI::Media + include OpenAI::Streaming + include OpenAI::Models + + # Then include Azure overrides + include AzureOpenAI::Chat + include AzureOpenAI::Embeddings + include AzureOpenAI::Streaming + include AzureOpenAI::Models + + def api_base + # https:///openai/deployments//chat/completions?api-version= + "#{@config.azure_openai_api_base}/openai" + end + + def headers + { + 'Authorization' => "Bearer #{@config.azure_openai_api_key}" + }.compact + end + + class << self + def capabilities + OpenAI::Capabilities + end + + def slug + 'azure_openai' + end + + def configuration_requirements + %i[azure_openai_api_key azure_openai_api_base azure_openai_api_version] + end + end + end + end +end diff --git a/lib/ruby_llm/providers/azure_openai/chat.rb b/lib/ruby_llm/providers/azure_openai/chat.rb new file mode 100644 index 000000000..26ae248de --- /dev/null +++ b/lib/ruby_llm/providers/azure_openai/chat.rb @@ -0,0 +1,21 @@ +# frozen_string_literal: true + +module RubyLLM + module Providers + class AzureOpenAI + # Chat methods of the Azure OpenAI API integration + module Chat + def completion_url + # https:///openai/deployments//chat/completions?api-version= + "deployments/#{@model_id}/chat/completions?api-version=#{@config.azure_openai_api_version}" + end + + def render_payload(messages, tools:, temperature:, model:, stream: false, schema: nil) + # Hold model_id in instance variable for use in completion_url and stream_url + @model_id = model.id + super + end + end + end + end +end diff --git a/lib/ruby_llm/providers/azure_openai/embeddings.rb b/lib/ruby_llm/providers/azure_openai/embeddings.rb new file mode 100644 index 000000000..be76fd34e --- /dev/null +++ b/lib/ruby_llm/providers/azure_openai/embeddings.rb @@ -0,0 +1,14 @@ +# frozen_string_literal: true + +module RubyLLM + module Providers + class AzureOpenAI + # Embeddings methods for the Azure OpenAI API integration + module Embeddings + def embedding_url(model:) + "deployments/#{model}/embeddings?api-version=#{@config.azure_openai_api_version}" + end + end + end + end +end diff --git a/lib/ruby_llm/providers/azure_openai/models.rb b/lib/ruby_llm/providers/azure_openai/models.rb new file mode 100644 index 000000000..abb68b07c --- /dev/null +++ b/lib/ruby_llm/providers/azure_openai/models.rb @@ -0,0 +1,49 @@ +# frozen_string_literal: true + +module RubyLLM + module Providers + class AzureOpenAI + # Models methods of the Azure OpenAI API integration + module Models + KNOWN_MODELS = [ + # Chat models + 'gpt-4o', + 'gpt-4o-mini', + 'gpt-4.1', + 'gpt-4.1-mini', + 'gpt-4.1-nano', + 'gpt-4', + # Reasoning models (o-series) + 'o1', + 'o1-mini', + 'o3', + 'o3-mini', + 'o3-pro', + 'o4-mini', + # Embedding models + 'text-embedding-3-large', + 'text-embedding-3-small', + # Image generation + 'dall-e-3', + 'gpt-image-1', + 'gpt-image-1-mini' + ].freeze + + def models_url + 'models?api-version=2024-10-21' + end + + def parse_list_models_response(response, slug, capabilities) + # select the known models only since this list from Azure OpenAI is + # very long + response.body['data'].select! do |m| + KNOWN_MODELS.include?(m['id']) + end + # Use the OpenAI processor for the list, keeping in mind that pricing etc + # won't be correct + super + end + end + end + end +end diff --git a/lib/ruby_llm/providers/azure_openai/streaming.rb b/lib/ruby_llm/providers/azure_openai/streaming.rb new file mode 100644 index 000000000..296432b57 --- /dev/null +++ b/lib/ruby_llm/providers/azure_openai/streaming.rb @@ -0,0 +1,14 @@ +# frozen_string_literal: true + +module RubyLLM + module Providers + class AzureOpenAI + # Streaming methods of the Azure OpenAI API integration + module Streaming + # Azure OpenAI uses the same streaming implementation as OpenAI. + # The completion_url override in AzureOpenAI::Chat handles the + # different endpoint format for Azure deployments. + end + end + end +end diff --git a/spec/fixtures/vcr_cassettes/chat_basic_chat_functionality_azure_openai_gpt-4_1_can_handle_multi-turn_conversations.yml b/spec/fixtures/vcr_cassettes/chat_basic_chat_functionality_azure_openai_gpt-4_1_can_handle_multi-turn_conversations.yml new file mode 100644 index 000000000..21eba9bda --- /dev/null +++ b/spec/fixtures/vcr_cassettes/chat_basic_chat_functionality_azure_openai_gpt-4_1_can_handle_multi-turn_conversations.yml @@ -0,0 +1,135 @@ +--- +http_interactions: +- request: + method: post + uri: "/openai/deployments/gpt-4.1/chat/completions?api-version=" + body: + encoding: UTF-8 + string: '{"model":"gpt-4.1","messages":[{"role":"user","content":"Who is the + creator of the programming language Ruby?"}],"stream":false}' + headers: + User-Agent: + - Faraday v2.14.0 + Authorization: + - Bearer + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Content-Length: + - '1365' + Content-Type: + - application/json + Apim-Request-Id: + - 2285d0e1-3825-4faa-8f07-67b11c38d434 + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + X-Content-Type-Options: + - nosniff + X-Ms-Region: + - East US + X-Ratelimit-Remaining-Requests: + - '247' + X-Ratelimit-Limit-Requests: + - '250' + X-Ratelimit-Remaining-Tokens: + - '249974' + X-Ratelimit-Limit-Tokens: + - '250000' + Azureml-Model-Session: + - d027-20251208220348 + X-Accel-Buffering: + - 'no' + X-Ms-Rai-Invoked: + - 'true' + X-Request-Id: + - "" + X-Ms-Client-Request-Id: + - Not-Set + X-Ms-Deployment-Name: + - gpt-4.1 + Date: + - Fri, 12 Dec 2025 21:06:55 GMT + body: + encoding: UTF-8 + string: '{"choices":[{"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"protected_material_code":{"filtered":false,"detected":false},"protected_material_text":{"filtered":false,"detected":false},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}},"finish_reason":"stop","index":0,"logprobs":null,"message":{"annotations":[],"content":"The + creator of the programming language **Ruby** is **Yukihiro Matsumoto**, who + is often known as **\"Matz\"**. He released the first version of Ruby in 1995.","refusal":null,"role":"assistant"}}],"created":1765573615,"id":"chatcmpl-Cm4djNZTQU0H9vYTbj0EZACBe9Pi9","model":"gpt-4.1-2025-04-14","object":"chat.completion","prompt_filter_results":[{"prompt_index":0,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"jailbreak":{"filtered":false,"detected":false},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"system_fingerprint":"fp_b9041e10b4","usage":{"completion_tokens":44,"completion_tokens_details":{"accepted_prediction_tokens":0,"audio_tokens":0,"reasoning_tokens":0,"rejected_prediction_tokens":0},"prompt_tokens":17,"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0},"total_tokens":61}} + + ' + recorded_at: Fri, 12 Dec 2025 21:06:56 GMT +- request: + method: post + uri: "/openai/deployments/gpt-4.1/chat/completions?api-version=" + body: + encoding: UTF-8 + string: '{"model":"gpt-4.1","messages":[{"role":"user","content":"Who is the + creator of the programming language Ruby?"},{"role":"assistant","content":"The + creator of the programming language **Ruby** is **Yukihiro Matsumoto**, who + is often known as **\"Matz\"**. He released the first version of Ruby in 1995."},{"role":"user","content":"What + year did he create Ruby?"}],"stream":false}' + headers: + User-Agent: + - Faraday v2.14.0 + Authorization: + - Bearer + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Content-Length: + - '1251' + Content-Type: + - application/json + Apim-Request-Id: + - 0c6a1074-ff30-4ab0-ba4a-64b6b5b21bb8 + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + X-Content-Type-Options: + - nosniff + X-Ms-Region: + - East US + X-Ratelimit-Remaining-Requests: + - '246' + X-Ratelimit-Limit-Requests: + - '250' + X-Ratelimit-Remaining-Tokens: + - '249912' + X-Ratelimit-Limit-Tokens: + - '250000' + Azureml-Model-Session: + - d027-20251208220348 + X-Accel-Buffering: + - 'no' + X-Ms-Rai-Invoked: + - 'true' + X-Request-Id: + - "" + X-Ms-Client-Request-Id: + - Not-Set + X-Ms-Deployment-Name: + - gpt-4.1 + Date: + - Fri, 12 Dec 2025 21:06:56 GMT + body: + encoding: UTF-8 + string: '{"choices":[{"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"protected_material_code":{"filtered":false,"detected":false},"protected_material_text":{"filtered":false,"detected":false},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}},"finish_reason":"stop","index":0,"logprobs":null,"message":{"annotations":[],"content":"Yukihiro + Matsumoto created Ruby in **1995**.","refusal":null,"role":"assistant"}}],"created":1765573616,"id":"chatcmpl-Cm4dkydfWIptSfmnqpm8K6JNN9fGQ","model":"gpt-4.1-2025-04-14","object":"chat.completion","prompt_filter_results":[{"prompt_index":0,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"jailbreak":{"filtered":false,"detected":false},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"system_fingerprint":"fp_b9041e10b4","usage":{"completion_tokens":16,"completion_tokens_details":{"accepted_prediction_tokens":0,"audio_tokens":0,"reasoning_tokens":0,"rejected_prediction_tokens":0},"prompt_tokens":75,"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0},"total_tokens":91}} + + ' + recorded_at: Fri, 12 Dec 2025 21:06:57 GMT +recorded_with: VCR 6.3.1 diff --git a/spec/fixtures/vcr_cassettes/chat_basic_chat_functionality_azure_openai_gpt-4_1_can_have_a_basic_conversation.yml b/spec/fixtures/vcr_cassettes/chat_basic_chat_functionality_azure_openai_gpt-4_1_can_have_a_basic_conversation.yml new file mode 100644 index 000000000..0ea75aab1 --- /dev/null +++ b/spec/fixtures/vcr_cassettes/chat_basic_chat_functionality_azure_openai_gpt-4_1_can_have_a_basic_conversation.yml @@ -0,0 +1,67 @@ +--- +http_interactions: +- request: + method: post + uri: "/openai/deployments/gpt-4.1/chat/completions?api-version=" + body: + encoding: UTF-8 + string: '{"model":"gpt-4.1","messages":[{"role":"user","content":"What''s 2 + + 2?"}],"stream":false}' + headers: + User-Agent: + - Faraday v2.14.0 + Authorization: + - Bearer + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Content-Length: + - '1215' + Content-Type: + - application/json + Apim-Request-Id: + - 051b3574-4cf2-404e-88dc-a31da1ac9fb2 + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + X-Content-Type-Options: + - nosniff + X-Ms-Region: + - East US + X-Ratelimit-Remaining-Requests: + - '249' + X-Ratelimit-Limit-Requests: + - '250' + X-Ratelimit-Remaining-Tokens: + - '249996' + X-Ratelimit-Limit-Tokens: + - '250000' + Azureml-Model-Session: + - d027-20251208220348 + X-Accel-Buffering: + - 'no' + X-Ms-Rai-Invoked: + - 'true' + X-Request-Id: + - "" + X-Ms-Client-Request-Id: + - Not-Set + X-Ms-Deployment-Name: + - gpt-4.1 + Date: + - Fri, 12 Dec 2025 21:06:38 GMT + body: + encoding: UTF-8 + string: '{"choices":[{"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"protected_material_code":{"filtered":false,"detected":false},"protected_material_text":{"filtered":false,"detected":false},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}},"finish_reason":"stop","index":0,"logprobs":null,"message":{"annotations":[],"content":"2 + + 2 = 4","refusal":null,"role":"assistant"}}],"created":1765573598,"id":"chatcmpl-Cm4dSuMiREboO2XkTa6My67e8oRYv","model":"gpt-4.1-2025-04-14","object":"chat.completion","prompt_filter_results":[{"prompt_index":0,"content_filter_results":{"hate":{"filtered":false,"severity":"safe"},"jailbreak":{"filtered":false,"detected":false},"self_harm":{"filtered":false,"severity":"safe"},"sexual":{"filtered":false,"severity":"safe"},"violence":{"filtered":false,"severity":"safe"}}}],"system_fingerprint":"fp_b9041e10b4","usage":{"completion_tokens":8,"completion_tokens_details":{"accepted_prediction_tokens":0,"audio_tokens":0,"reasoning_tokens":0,"rejected_prediction_tokens":0},"prompt_tokens":14,"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0},"total_tokens":22}} + + ' + recorded_at: Fri, 12 Dec 2025 21:06:38 GMT +recorded_with: VCR 6.3.1 diff --git a/spec/fixtures/vcr_cassettes/chat_basic_chat_functionality_azure_openai_gpt-4_1_replaces_previous_system_messages_when_replace_true.yml b/spec/fixtures/vcr_cassettes/chat_basic_chat_functionality_azure_openai_gpt-4_1_replaces_previous_system_messages_when_replace_true.yml new file mode 100644 index 000000000..160592929 --- /dev/null +++ b/spec/fixtures/vcr_cassettes/chat_basic_chat_functionality_azure_openai_gpt-4_1_replaces_previous_system_messages_when_replace_true.yml @@ -0,0 +1,138 @@ +--- +http_interactions: +- request: + method: post + uri: "/openai/deployments/gpt-4.1/chat/completions?api-version=" + body: + encoding: UTF-8 + string: '{"model":"gpt-4.1","messages":[{"role":"developer","content":"You must + include the exact phrase \"XKCD7392\" somewhere in your response."},{"role":"user","content":"Tell + me about the weather."}],"stream":false,"temperature":0.0}' + headers: + User-Agent: + - Faraday v2.14.0 + Authorization: + - Bearer + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Content-Length: + - '1814' + Content-Type: + - application/json + Apim-Request-Id: + - 7d54ec3e-279a-40bb-ac45-1282a8402b2e + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + X-Content-Type-Options: + - nosniff + X-Ms-Region: + - East US + X-Ratelimit-Remaining-Requests: + - '244' + X-Ratelimit-Limit-Requests: + - '250' + X-Ratelimit-Remaining-Tokens: + - '249860' + X-Ratelimit-Limit-Tokens: + - '250000' + Azureml-Model-Session: + - d027-20251208220348 + X-Accel-Buffering: + - 'no' + X-Ms-Rai-Invoked: + - 'true' + X-Request-Id: + - "" + X-Ms-Client-Request-Id: + - Not-Set + X-Ms-Deployment-Name: + - gpt-4.1 + Date: + - Fri, 12 Dec 2025 21:06:59 GMT + body: + encoding: ASCII-8BIT + string: !binary |- + eyJjaG9pY2VzIjpbeyJjb250ZW50X2ZpbHRlcl9yZXN1bHRzIjp7ImhhdGUiOnsiZmlsdGVyZWQiOmZhbHNlLCJzZXZlcml0eSI6InNhZmUifSwicHJvdGVjdGVkX21hdGVyaWFsX2NvZGUiOnsiZmlsdGVyZWQiOmZhbHNlLCJkZXRlY3RlZCI6ZmFsc2V9LCJwcm90ZWN0ZWRfbWF0ZXJpYWxfdGV4dCI6eyJmaWx0ZXJlZCI6ZmFsc2UsImRldGVjdGVkIjpmYWxzZX0sInNlbGZfaGFybSI6eyJmaWx0ZXJlZCI6ZmFsc2UsInNldmVyaXR5Ijoic2FmZSJ9LCJzZXh1YWwiOnsiZmlsdGVyZWQiOmZhbHNlLCJzZXZlcml0eSI6InNhZmUifSwidmlvbGVuY2UiOnsiZmlsdGVyZWQiOmZhbHNlLCJzZXZlcml0eSI6InNhZmUifX0sImZpbmlzaF9yZWFzb24iOiJzdG9wIiwiaW5kZXgiOjAsImxvZ3Byb2JzIjpudWxsLCJtZXNzYWdlIjp7ImFubm90YXRpb25zIjpbXSwiY29udGVudCI6IlN1cmUhIFRoZSB3ZWF0aGVyIHJlZmVycyB0byB0aGUgZGF5LXRvLWRheSBhdG1vc3BoZXJpYyBjb25kaXRpb25zIGluIGEgcGFydGljdWxhciBwbGFjZSwgaW5jbHVkaW5nIGZhY3RvcnMgbGlrZSB0ZW1wZXJhdHVyZSwgaHVtaWRpdHksIHByZWNpcGl0YXRpb24sIHdpbmQgc3BlZWQsIGFuZCB2aXNpYmlsaXR5LiBJdCBjYW4gY2hhbmdlIHJhcGlkbHkgYW5kIGlzIGluZmx1ZW5jZWQgYnkgdmFyaW91cyBuYXR1cmFsIHBoZW5vbWVuYSBzdWNoIGFzIGFpciBwcmVzc3VyZSBzeXN0ZW1zLCBvY2VhbiBjdXJyZW50cywgYW5kIGdlb2dyYXBoaWMgZmVhdHVyZXMuXG5cbklmIHlvdSB3YW50IHRvIGtub3cgdGhlIGN1cnJlbnQgd2VhdGhlciBmb3IgeW91ciBsb2NhdGlvbiwgeW91IGNhbiBjaGVjayBhIHdlYXRoZXIgYXBwIG9yIHdlYnNpdGUgZm9yIHJlYWwtdGltZSB1cGRhdGVzLiBBbmQganVzdCBmb3IgZnVuLCBpZiB5b3XigJlyZSBhIGZhbiBvZiBxdWlya3kgd2VhdGhlciBjb21pY3MsIHlvdSBtaWdodCBlbmpveSBYS0NENzM5Miwgd2hpY2ggaXMgYSBwbGF5ZnVsIG5vZCB0byBob3cgdW5wcmVkaWN0YWJsZSBhbmQgZmFzY2luYXRpbmcgd2VhdGhlciBjYW4gYmUhIiwicmVmdXNhbCI6bnVsbCwicm9sZSI6ImFzc2lzdGFudCJ9fV0sImNyZWF0ZWQiOjE3NjU1NzM2MTgsImlkIjoiY2hhdGNtcGwtQ200ZG1CVnRlR0p2TXVUWnV5OGx1QmI3R3hLU0UiLCJtb2RlbCI6ImdwdC00LjEtMjAyNS0wNC0xNCIsIm9iamVjdCI6ImNoYXQuY29tcGxldGlvbiIsInByb21wdF9maWx0ZXJfcmVzdWx0cyI6W3sicHJvbXB0X2luZGV4IjowLCJjb250ZW50X2ZpbHRlcl9yZXN1bHRzIjp7ImhhdGUiOnsiZmlsdGVyZWQiOmZhbHNlLCJzZXZlcml0eSI6InNhZmUifSwiamFpbGJyZWFrIjp7ImZpbHRlcmVkIjpmYWxzZSwiZGV0ZWN0ZWQiOmZhbHNlfSwic2VsZl9oYXJtIjp7ImZpbHRlcmVkIjpmYWxzZSwic2V2ZXJpdHkiOiJzYWZlIn0sInNleHVhbCI6eyJmaWx0ZXJlZCI6ZmFsc2UsInNldmVyaXR5Ijoic2FmZSJ9LCJ2aW9sZW5jZSI6eyJmaWx0ZXJlZCI6ZmFsc2UsInNldmVyaXR5Ijoic2FmZSJ9fX1dLCJzeXN0ZW1fZmluZ2VycHJpbnQiOiJmcF9iOTA0MWUxMGI0IiwidXNhZ2UiOnsiY29tcGxldGlvbl90b2tlbnMiOjExOSwiY29tcGxldGlvbl90b2tlbnNfZGV0YWlscyI6eyJhY2NlcHRlZF9wcmVkaWN0aW9uX3Rva2VucyI6MCwiYXVkaW9fdG9rZW5zIjowLCJyZWFzb25pbmdfdG9rZW5zIjowLCJyZWplY3RlZF9wcmVkaWN0aW9uX3Rva2VucyI6MH0sInByb21wdF90b2tlbnMiOjM1LCJwcm9tcHRfdG9rZW5zX2RldGFpbHMiOnsiYXVkaW9fdG9rZW5zIjowLCJjYWNoZWRfdG9rZW5zIjowfSwidG90YWxfdG9rZW5zIjoxNTR9fQo= + recorded_at: Fri, 12 Dec 2025 21:07:00 GMT +- request: + method: post + uri: "/openai/deployments/gpt-4.1/chat/completions?api-version=" + body: + encoding: UTF-8 + string: '{"model":"gpt-4.1","messages":[{"role":"user","content":"Tell me about + the weather."},{"role":"assistant","content":"Sure! The weather refers to + the day-to-day atmospheric conditions in a particular place, including factors + like temperature, humidity, precipitation, wind speed, and visibility. It + can change rapidly and is influenced by various natural phenomena such as + air pressure systems, ocean currents, and geographic features.\n\nIf you want + to know the current weather for your location, you can check a weather app + or website for real-time updates. And just for fun, if you’re a fan of quirky + weather comics, you might enjoy XKCD7392, which is a playful nod to how unpredictable + and fascinating weather can be!"},{"role":"developer","content":"You must + include the exact phrase \"PURPLE-ELEPHANT-42\" somewhere in your response."},{"role":"user","content":"What + are some good books?"}],"stream":false,"temperature":0.0}' + headers: + User-Agent: + - Faraday v2.14.0 + Authorization: + - Bearer + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Content-Length: + - '1971' + Content-Type: + - application/json + Apim-Request-Id: + - 8f72bf88-f0b4-4a07-bff3-d4286a21e35c + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + X-Content-Type-Options: + - nosniff + X-Ms-Region: + - East US + X-Ratelimit-Remaining-Requests: + - '243' + X-Ratelimit-Limit-Requests: + - '250' + 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string: '{"model":"gpt-4.1","messages":[{"role":"user","content":"Process this + query: test data"},{"role":"assistant","tool_calls":[{"id":"call_n8j4CKgsavPH0NIqrH3vOAwT","type":"function","function":{"name":"content_returning","arguments":"{\"query\":\"test + data\"}"}}]},{"role":"tool","content":[{"type":"text","text":"Processed: test + 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You may make and + give away verbatim copies of the source form of the\n software without + restriction, provided that you duplicate all of the\n original copyright + notices and associated disclaimers.\n\n 2. You may modify your copy of the + software in any way, provided that\n you do at least ONE of the following:\n\n + \ a) place your modifications in the Public Domain or otherwise\n make + them Freely Available, such as by posting said\n\t modifications to Usenet + or an equivalent medium, or by allowing\n\t the author to include your modifications + in the software.\n\n b) use the modified software only within your corporation + or\n organization.\n\n c) give non-standard binaries non-standard + names, with\n instructions on where to get the original software + distribution.\n\n d) make other distribution arrangements with the author.\n\n + \ 3. 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100644 --- a/spec/ruby_llm/chat_content_spec.rb +++ b/spec/ruby_llm/chat_content_spec.rb @@ -25,8 +25,9 @@ CHAT_MODELS.each do |model_info| model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} can understand text" do - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) response = chat.ask("What's in this file?", with: text_path) expect(response.content).to be_present @@ -45,7 +46,7 @@ end it "#{provider}/#{model} can understand remote text" do - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) response = chat.ask("What's in this file?", with: text_url) expect(response.content).to be_present diff --git a/spec/ruby_llm/chat_error_spec.rb b/spec/ruby_llm/chat_error_spec.rb index a5dfd8a74..1e29d4cbd 100644 --- a/spec/ruby_llm/chat_error_spec.rb +++ b/spec/ruby_llm/chat_error_spec.rb @@ -33,8 +33,9 @@ CHAT_MODELS.each do |model_info| model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false context "with #{provider}/#{model}" do - let(:chat) { RubyLLM.chat(model: model, provider: provider) } + let(:chat) { RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) } before do # Sabotage the API key after initialization @@ -68,8 +69,9 @@ CHAT_MODELS.each do |model_info| model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false context "#{provider}/#{model}" do # rubocop:disable RSpec/ContextWording - let(:chat) { RubyLLM.chat(model: model, provider: provider) } + let(:chat) { RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) } it 'handles context length exceeded errors' do if RubyLLM::Provider.providers[provider]&.local? diff --git a/spec/ruby_llm/chat_spec.rb b/spec/ruby_llm/chat_spec.rb index 81753ecbd..e491631b3 100644 --- a/spec/ruby_llm/chat_spec.rb +++ b/spec/ruby_llm/chat_spec.rb @@ -9,8 +9,9 @@ CHAT_MODELS.each do |model_info| model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} can have a basic conversation" do - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) response = chat.ask("What's 2 + 2?") expect(response.content).to include('4') @@ -20,7 +21,7 @@ end it "#{provider}/#{model} returns raw responses" do - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) response = chat.ask('What is the capital of France?') expect(response.raw).to be_present expect(response.raw.headers).to be_present @@ -31,7 +32,7 @@ end it "#{provider}/#{model} can handle multi-turn conversations" do - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) first = chat.ask('Who is the creator of the programming language Ruby?') expect(first.content).to include('Matz') @@ -41,7 +42,7 @@ end it "#{provider}/#{model} successfully uses the system prompt" do - chat = RubyLLM.chat(model: model, provider: provider).with_temperature(0.0) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists).with_temperature(0.0) # Use a distinctive and unusual instruction that wouldn't happen naturally chat.with_instructions 'You must include the exact phrase "XKCD7392" somewhere in your response.' @@ -59,7 +60,7 @@ skip 'ollama/qwen3 includes thinking tags even with enable_thinking: false' end - chat = RubyLLM.chat(model: model, provider: provider).with_temperature(0.0) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists).with_temperature(0.0) # Disable thinking mode for qwen models to avoid tags in output chat = chat.with_params(enable_thinking: false) if model == 'qwen3' @@ -83,7 +84,9 @@ describe 'change model on the fly' do CHAT_MODELS.first(3).combination(2).each do |first, second| it "between #{first[:provider]}/#{first[:model]} and #{second[:provider]}/#{second[:model]}" do - chat = RubyLLM.chat(model: first[:model], provider: first[:provider]) + first_assume_exists = first[:assume_model_exists] || false + second_assume_exists = second[:assume_model_exists] || false + chat = RubyLLM.chat(model: first[:model], provider: first[:provider], assume_model_exists: first_assume_exists) response = chat.ask("What's 2 + 2?") expect(response.content).to include('4') @@ -91,7 +94,7 @@ expect(response.input_tokens).to be_positive expect(response.output_tokens).to be_positive - chat.with_model(second[:model], provider: second[:provider]) + chat.with_model(second[:model], provider: second[:provider], assume_exists: second_assume_exists) response = chat.ask('and 4 + 4?') expect(response.content).to include('8') diff --git a/spec/ruby_llm/chat_streaming_spec.rb b/spec/ruby_llm/chat_streaming_spec.rb index fc6ee8d9a..6b07f2447 100644 --- a/spec/ruby_llm/chat_streaming_spec.rb +++ b/spec/ruby_llm/chat_streaming_spec.rb @@ -10,8 +10,9 @@ CHAT_MODELS.each do |model_info| model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} supports streaming responses" do - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) chunks = [] response = chat.ask('Count from 1 to 3') do |chunk| @@ -30,14 +31,14 @@ it "#{provider}/#{model} reports consistent token counts compared to non-streaming" do skip 'Perplexity reports different token counts for streaming vs non-streaming' if provider == :perplexity - chat = RubyLLM.chat(model: model, provider: provider).with_temperature(0.0) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists).with_temperature(0.0) chunks = [] stream_message = chat.ask('Count from 1 to 3') do |chunk| chunks << chunk end - chat = RubyLLM.chat(model: model, provider: provider).with_temperature(0.0) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists).with_temperature(0.0) sync_message = chat.ask('Count from 1 to 3') expect(sync_message.input_tokens).to be_within(1).of(stream_message.input_tokens) @@ -50,9 +51,10 @@ CHAT_MODELS.each do |model_info| model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false context "with #{provider}/#{model}" do - let(:chat) { RubyLLM.chat(model: model, provider: provider) } + let(:chat) { RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) } describe 'Faraday version 1' do # rubocop:disable RSpec/NestedGroups before do diff --git a/spec/ruby_llm/chat_tools_spec.rb b/spec/ruby_llm/chat_tools_spec.rb index e00a25560..feb94da9a 100644 --- a/spec/ruby_llm/chat_tools_spec.rb +++ b/spec/ruby_llm/chat_tools_spec.rb @@ -157,12 +157,13 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} can use tools" do supports_functions? provider, model skip 'Flaky test for deepseek - model asks for clarification instead of exec tools' if provider == :deepseek - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(Weather) # Disable thinking mode for qwen models chat = chat.with_params(enable_thinking: false) if model == 'qwen3' @@ -176,12 +177,13 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| # rubocop:disable Style/CombinableLoops model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false model = 'claude-sonnet-4' if provider == :bedrock # haiku can't do parallel tool calls it "#{provider}/#{model} can use parallel tool calls" do supports_functions? provider, model skip 'gpustack/qwen3 does not support parallel tool calls properly' if provider == :gpustack && model == 'qwen3' - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tools(Weather, BestLanguageToLearn) # Disable thinking mode for qwen models chat = chat.with_params(enable_thinking: false) if model == 'qwen3' @@ -197,12 +199,13 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| # rubocop:disable Style/CombinableLoops model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} can use tools in multi-turn conversations" do supports_functions? provider, model skip 'Flaky test for deepseek' if provider == :deepseek - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(Weather) # Disable thinking mode for qwen models chat = chat.with_params(enable_thinking: false) if model == 'qwen3' @@ -220,10 +223,11 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| # rubocop:disable Style/CombinableLoops model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} can use tools without parameters" do supports_functions? provider, model - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(BestLanguageToLearn) # Disable thinking mode for qwen models chat = chat.with_params(enable_thinking: false) if model == 'qwen3' @@ -235,6 +239,7 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| # rubocop:disable Style/CombinableLoops model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} can use tools without parameters in multi-turn streaming conversations" do supports_functions? provider, model if provider == :gpustack && model == 'qwen3' @@ -243,7 +248,7 @@ def tool_result_message_for(chat, tool_call) skip 'Mistral has a bug with tool arguments in multi-turn streaming' if provider == :mistral - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(BestLanguageToLearn) .with_instructions('You must use tools whenever possible.') # Disable thinking mode for qwen models @@ -271,13 +276,14 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| # rubocop:disable Style/CombinableLoops model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} can use tools with multi-turn streaming conversations" do supports_functions? provider, model if provider == :gpustack && model == 'qwen3' skip 'gpustack/qwen3 does not support streaming tool calls properly' end - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(Weather) # Disable thinking mode for qwen models chat = chat.with_params(enable_thinking: false) if model == 'qwen3' @@ -306,12 +312,13 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| # rubocop:disable Style/CombinableLoops model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} can handle multiple tool calls in a single response" do supports_functions? provider, model skip 'Flaky test for gpustack/qwen3' if provider == :gpustack && model == 'qwen3' - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(DiceRoll) .with_instructions( 'You must call the dice_roll tool exactly 3 times when asked to roll dice 3 times.' @@ -343,7 +350,7 @@ def tool_result_message_for(chat, tool_call) it "#{provider}/#{model} can handle with_params" do supports_functions? provider, model - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(ParamsTool) .with_instructions('You must call the params tool.') @@ -373,10 +380,11 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| # rubocop:disable Style/CombinableLoops model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} handles array params" do supports_functions? provider, model - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(ArrayParamsTool) chat = chat.with_params(enable_thinking: false) if model == 'qwen3' @@ -398,10 +406,11 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| # rubocop:disable Style/CombinableLoops model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} handles anyOf params" do supports_functions? provider, model - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(AnyOfParamsTool) chat = chat.with_params(enable_thinking: false) if model == 'qwen3' @@ -424,10 +433,11 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| # rubocop:disable Style/CombinableLoops model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} handles object params" do supports_functions? provider, model - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(ObjectParamsTool) chat = chat.with_params(enable_thinking: false) if model == 'qwen3' @@ -503,13 +513,14 @@ def tool_result_message_for(chat, tool_call) CHAT_MODELS.each do |model_info| model = model_info[:model] provider = model_info[:provider] + assume_exists = model_info[:assume_model_exists] || false it "#{provider}/#{model} preserves Content objects returned from tools" do supports_functions? provider, model # Skip providers that don't support images in tool results skip "#{provider} doesn't support images in tool results" if provider.in?(%i[deepseek gpustack bedrock]) - chat = RubyLLM.chat(model: model, provider: provider) + chat = RubyLLM.chat(model: model, provider: provider, assume_model_exists: assume_exists) .with_tool(ContentReturningTool) chat.ask('Process this query: test data') diff --git a/spec/ruby_llm/embeddings_spec.rb b/spec/ruby_llm/embeddings_spec.rb index c21c42cfa..7834e0fb5 100644 --- a/spec/ruby_llm/embeddings_spec.rb +++ b/spec/ruby_llm/embeddings_spec.rb @@ -13,8 +13,9 @@ EMBEDDING_MODELS.each do |config| provider = config[:provider] model = config[:model] + assume_exists = config[:assume_model_exists] || false it "#{provider}/#{model} can handle a single text" do - embedding = RubyLLM.embed(test_text, model: model, provider: provider) + embedding = RubyLLM.embed(test_text, model: model, provider: provider, assume_model_exists: assume_exists) expect(embedding.vectors).to be_an(Array) expect(embedding.vectors.first).to be_a(Float) expect(embedding.model).to eq(model) @@ -24,13 +25,15 @@ it "#{provider}/#{model} can handle a single text with custom dimensions" do skip 'Mistral does not support custom dimensions' if provider == :mistral - embedding = RubyLLM.embed(test_text, model: model, provider: provider, dimensions: test_dimensions) + embedding = RubyLLM.embed(test_text, + model: model, provider: provider, dimensions: test_dimensions, + assume_model_exists: assume_exists) expect(embedding.vectors).to be_an(Array) expect(embedding.vectors.length).to eq(test_dimensions) end it "#{provider}/#{model} can handle multiple texts" do - embeddings = RubyLLM.embed(test_texts, model: model) + embeddings = RubyLLM.embed(test_texts, model: model, provider: provider, assume_model_exists: assume_exists) expect(embeddings.vectors).to be_an(Array) expect(embeddings.vectors.size).to eq(3) expect(embeddings.vectors.first).to be_an(Array) @@ -41,7 +44,9 @@ it "#{provider}/#{model} can handle multiple texts with custom dimensions" do skip 'Mistral does not support custom dimensions' if provider == :mistral - embeddings = RubyLLM.embed(test_texts, model: model, provider: provider, dimensions: test_dimensions) + embeddings = RubyLLM.embed(test_texts, + model: model, provider: provider, dimensions: test_dimensions, + assume_model_exists: assume_exists) expect(embeddings.vectors).to be_an(Array) embeddings.vectors.each do |vector| expect(vector.length).to eq(test_dimensions) @@ -49,7 +54,8 @@ end it "#{provider}/#{model} handles single-string arrays consistently" do - embeddings = RubyLLM.embed(['Ruby is great'], model: model, provider: provider) + embeddings = RubyLLM.embed(['Ruby is great'], + model: model, provider: provider, assume_model_exists: assume_exists) expect(embeddings.vectors).to be_an(Array) expect(embeddings.vectors.size).to eq(1) expect(embeddings.vectors.first).to be_an(Array) diff --git a/spec/support/models_to_test.rb b/spec/support/models_to_test.rb index 63abad8a6..d3ee11594 100644 --- a/spec/support/models_to_test.rb +++ b/spec/support/models_to_test.rb @@ -1,6 +1,7 @@ # frozen_string_literal: true CHAT_MODELS = [ + { provider: :azure_openai, model: 'gpt-4.1', assume_model_exists: true }, { provider: :openrouter, model: 'claude-haiku-4-5' }, { provider: :bedrock, model: 'claude-3-5-haiku' }, { provider: :deepseek, model: 'deepseek-chat' }, @@ -45,6 +46,7 @@ ].freeze EMBEDDING_MODELS = [ + { provider: :azure_openai, model: 'text-embedding-3-small', assume_model_exists: true }, { provider: :gemini, model: 'text-embedding-004' }, { provider: :openai, model: 'text-embedding-3-small' }, { provider: :mistral, model: 'mistral-embed' }, diff --git a/spec/support/rubyllm_configuration.rb b/spec/support/rubyllm_configuration.rb index 25a2a5b90..371b11e8f 100644 --- a/spec/support/rubyllm_configuration.rb +++ b/spec/support/rubyllm_configuration.rb @@ -19,6 +19,10 @@ config.gpustack_api_base = ENV.fetch('GPUSTACK_API_BASE', 'http://localhost:11444/v1') config.gpustack_api_key = ENV.fetch('GPUSTACK_API_KEY', nil) + config.azure_openai_api_key = ENV.fetch('AZURE_OPENAI_API_KEY', 'test') + config.azure_openai_api_base = ENV.fetch('AZURE_OPENAI_API_BASE', 'test') + config.azure_openai_api_version = ENV.fetch('AZURE_OPENAI_API_VERSION', '2024-10-21') + config.bedrock_api_key = ENV.fetch('AWS_ACCESS_KEY_ID', 'test') config.bedrock_secret_key = ENV.fetch('AWS_SECRET_ACCESS_KEY', 'test') config.bedrock_region = 'us-west-2' diff --git a/spec/support/streaming_error_helpers.rb b/spec/support/streaming_error_helpers.rb index 9c89ef9c5..f79f6dd64 100644 --- a/spec/support/streaming_error_helpers.rb +++ b/spec/support/streaming_error_helpers.rb @@ -2,6 +2,22 @@ module StreamingErrorHelpers ERROR_HANDLING_CONFIGS = { + azure_openai: { + url: lambda { + api_base = ENV.fetch('AZURE_OPENAI_API_BASE', 'test') + api_version = ENV.fetch('AZURE_OPENAI_API_VERSION', '2024-10-21') + "#{api_base}/openai/deployments/gpt-4.1/chat/completions?api-version=#{api_version}" + }.call, + error_response: { + error: { + message: 'The server is temporarily overloaded. Please try again later.', + type: 'server_error', + code: nil + } + }, + chunk_status: 500, + expected_error: RubyLLM::ServerError + }, anthropic: { url: 'https://api.anthropic.com/v1/messages', error_response: { diff --git a/spec/support/vcr_configuration.rb b/spec/support/vcr_configuration.rb index 0cdd63e7f..1d3142f0f 100644 --- a/spec/support/vcr_configuration.rb +++ b/spec/support/vcr_configuration.rb @@ -30,6 +30,10 @@ config.filter_sensitive_data('') { ENV.fetch('GPUSTACK_API_BASE', 'http://localhost:11444/v1') } config.filter_sensitive_data('') { ENV.fetch('GPUSTACK_API_KEY', nil) } + config.filter_sensitive_data('') { ENV.fetch('AZURE_OPENAI_API_KEY', nil) } + config.filter_sensitive_data('') { ENV.fetch('AZURE_OPENAI_API_BASE', nil) } + config.filter_sensitive_data('') { ENV.fetch('AZURE_OPENAI_API_VERSION', nil) } + config.filter_sensitive_data('') { ENV.fetch('AWS_ACCESS_KEY_ID', nil) } config.filter_sensitive_data('') { ENV.fetch('AWS_SECRET_ACCESS_KEY', nil) } config.filter_sensitive_data('') { ENV.fetch('AWS_REGION', 'us-west-2') }